analcatdata_authorship

Dataset statistics

Number of variables	20
Number of observations	841
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	131.5 KiB
Average record size in memory	160.2 B

Variable types

NUM	19
CAT	1

Reproduction

Analysis started	2020-08-25 01:04:47.548852
Analysis finished	2020-08-25 01:05:44.143611
Duration	56.59 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

Warnings

`have` has 20 (2.4%) zeros	Zeros
`things` has 387 (46.0%) zeros	Zeros
`been` has 99 (11.8%) zeros	Zeros
`must` has 144 (17.1%) zeros	Zeros
`may` has 309 (36.7%) zeros	Zeros
`would` has 61 (7.3%) zeros	Zeros
`any` has 163 (19.4%) zeros	Zeros
`when` has 15 (1.8%) zeros	Zeros
`its` has 408 (48.5%) zeros	Zeros
`upon` has 195 (23.2%) zeros	Zeros
`up` has 97 (11.5%) zeros	Zeros

have
Real number (ℝ_≥0)

ZEROS

Distinct count	31
Unique (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8.971462544589775
Minimum	0.0
Maximum	34.0
Zeros	20
Zeros (%)	2.4%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	4
median	8
Q3	13
95-th percentile	20
Maximum	34
Range	34
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	6.06348508
Coefficient of variation (CV)	0.6758636119
Kurtosis	0.2191858137
Mean	8.971462545
Median Absolute Deviation (MAD)	4
Skewness	0.7437618519
Sum	7545
Variance	36.76585131

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	62	7.4%
8	58	6.9%
3	58	6.9%
9	54	6.4%
6	53	6.3%
7	52	6.2%
4	50	5.9%
5	50	5.9%
11	44	5.2%
12	43	5.1%
1	43	5.1%
13	40	4.8%
14	33	3.9%
10	32	3.8%
17	29	3.4%
0	20	2.4%
15	20	2.4%
18	19	2.3%
20	16	1.9%
19	16	1.9%
16	16	1.9%
21	7	0.8%
24	5	0.6%
27	5	0.6%
25	4	0.5%
Other values (6)	12	1.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	20	2.4%
1	43	5.1%
2	62	7.4%
3	58	6.9%
4	50	5.9%
5	50	5.9%
6	53	6.3%
7	52	6.2%
8	58	6.9%
9	54	6.4%

Value	Count	Frequency (%)
34	1	0.1%
29	1	0.1%
28	1	0.1%
27	5	0.6%
26	3	0.4%
25	4	0.5%
24	5	0.6%
23	2	0.2%
22	4	0.5%
21	7	0.8%

a
Real number (ℝ_≥0)

Distinct count	57
Unique (%)	6.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	30.634958382877528
Minimum	0.0
Maximum	63.0
Zeros	1
Zeros (%)	0.1%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	13
Q1	24
median	30
Q3	38
95-th percentile	48
Maximum	63
Range	63
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	10.28226236
Coefficient of variation (CV)	0.3356382024
Kurtosis	-0.1523053072
Mean	30.63495838
Median Absolute Deviation (MAD)	7
Skewness	-0.04070892061
Sum	25764
Variance	105.7249193

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
30	46	5.5%
28	40	4.8%
33	39	4.6%
25	33	3.9%
29	33	3.9%
27	32	3.8%
31	31	3.7%
36	29	3.4%
35	27	3.2%
23	27	3.2%
24	27	3.2%
34	26	3.1%
40	25	3.0%
39	24	2.9%
26	23	2.7%
38	23	2.7%
22	22	2.6%
21	21	2.5%
32	20	2.4%
19	20	2.4%
41	19	2.3%
37	18	2.1%
20	18	2.1%
16	17	2.0%
46	17	2.0%
Other values (32)	184	21.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.1%
2	1	0.1%
4	2	0.2%
5	2	0.2%
6	4	0.5%
7	5	0.6%
8	3	0.4%
9	2	0.2%
10	3	0.4%
11	9	1.1%

Value	Count	Frequency (%)
63	1	0.1%
57	1	0.1%
56	1	0.1%
55	1	0.1%
54	2	0.2%
53	4	0.5%
52	2	0.2%
51	3	0.4%
50	13	1.5%
49	8	1.0%

that
Real number (ℝ_≥0)

Distinct count	38
Unique (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	19.80975029726516
Minimum	0.0
Maximum	50.0
Zeros	2
Zeros (%)	0.2%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	11
Q1	15
median	19
Q3	24
95-th percentile	31
Maximum	50
Range	50
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	6.641281435
Coefficient of variation (CV)	0.3352531625
Kurtosis	1.243314799
Mean	19.8097503
Median Absolute Deviation (MAD)	4
Skewness	0.7109821854
Sum	16660
Variance	44.1066191

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
17	63	7.5%
21	59	7.0%
19	55	6.5%
16	54	6.4%
18	53	6.3%
14	49	5.8%
20	48	5.7%
22	43	5.1%
15	37	4.4%
24	35	4.2%
13	35	4.2%
26	35	4.2%
11	31	3.7%
12	26	3.1%
23	26	3.1%
28	25	3.0%
27	25	3.0%
25	24	2.9%
10	15	1.8%
30	15	1.8%
8	12	1.4%
33	10	1.2%
29	10	1.2%
31	10	1.2%
9	8	1.0%
Other values (13)	38	4.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	0.2%
6	4	0.5%
8	12	1.4%
9	8	1.0%
10	15	1.8%
11	31	3.7%
12	26	3.1%
13	35	4.2%
14	49	5.8%
15	37	4.4%

Value	Count	Frequency (%)
50	2	0.2%
43	3	0.4%
42	2	0.2%
41	1	0.1%
40	1	0.1%
39	1	0.1%
37	3	0.4%
36	3	0.4%
35	3	0.4%
34	7	0.8%

and
Real number (ℝ_≥0)

Distinct count	83
Unique (%)	9.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	57.06896551724138
Minimum	5.0
Maximum	139.0
Zeros	0
Zeros (%)	0.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	5
5-th percentile	36
Q1	46
median	55
Q3	67
95-th percentile	83
Maximum	139
Range	134
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	15.69963603
Coefficient of variation (CV)	0.2750993624
Kurtosis	1.722195795
Mean	57.06896552
Median Absolute Deviation (MAD)	10
Skewness	0.6969358299
Sum	47995
Variance	246.4785714

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
46	27	3.2%
51	27	3.2%
58	27	3.2%
55	26	3.1%
45	26	3.1%
53	26	3.1%
44	25	3.0%
47	24	2.9%
54	23	2.7%
59	22	2.6%
61	22	2.6%
48	22	2.6%
56	21	2.5%
69	21	2.5%
43	21	2.5%
49	20	2.4%
50	19	2.3%
70	19	2.3%
57	19	2.3%
41	18	2.1%
52	16	1.9%
42	15	1.8%
65	15	1.8%
64	15	1.8%
60	15	1.8%
Other values (58)	310	36.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	1	0.1%
11	2	0.2%
12	1	0.1%
20	1	0.1%
21	1	0.1%
23	1	0.1%
25	3	0.4%
27	2	0.2%
28	2	0.2%
30	1	0.1%

Value	Count	Frequency (%)
139	1	0.1%
131	1	0.1%
118	1	0.1%
116	1	0.1%
111	1	0.1%
107	1	0.1%
104	1	0.1%
102	1	0.1%
97	1	0.1%
96	4	0.5%

things
Real number (ℝ_≥0)

ZEROS

Distinct count	10
Unique (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.995243757431629
Minimum	0.0
Maximum	11.0
Zeros	387
Zeros (%)	46.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	4
Maximum	11
Range	11
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.336297735
Coefficient of variation (CV)	1.342683865
Kurtosis	7.398807019
Mean	0.9952437574
Median Absolute Deviation (MAD)	1
Skewness	2.20208195
Sum	837
Variance	1.785691637

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	387	46.0%
1	254	30.2%
2	106	12.6%
3	51	6.1%
4	22	2.6%
6	11	1.3%
5	6	0.7%
8	2	0.2%
7	1	0.1%
11	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	387	46.0%
1	254	30.2%
2	106	12.6%
3	51	6.1%
4	22	2.6%
5	6	0.7%
6	11	1.3%
7	1	0.1%
8	2	0.2%
11	1	0.1%

Value	Count	Frequency (%)
11	1	0.1%
8	2	0.2%
7	1	0.1%
6	11	1.3%
5	6	0.7%
4	22	2.6%
3	51	6.1%
2	106	12.6%
1	254	30.2%
0	387	46.0%

for
Real number (ℝ_≥0)

Distinct count	27
Unique (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	13.795481569560048
Minimum	3.0
Maximum	29.0
Zeros	0
Zeros (%)	0.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	3
5-th percentile	7
Q1	10
median	13
Q3	17
95-th percentile	22
Maximum	29
Range	26
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	4.71810379
Coefficient of variation (CV)	0.3420035586
Kurtosis	-0.1959505159
Mean	13.79548157
Median Absolute Deviation (MAD)	3
Skewness	0.2946826317
Sum	11602
Variance	22.26050337

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
13	76	9.0%
12	73	8.7%
11	65	7.7%
15	62	7.4%
14	61	7.3%
10	57	6.8%
17	53	6.3%
16	52	6.2%
18	44	5.2%
9	43	5.1%
8	42	5.0%
19	38	4.5%
7	33	3.9%
20	29	3.4%
21	23	2.7%
6	19	2.3%
22	18	2.1%
23	13	1.5%
5	9	1.1%
25	8	1.0%
4	6	0.7%
3	5	0.6%
24	5	0.6%
28	3	0.4%
26	2	0.2%
Other values (2)	2	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	5	0.6%
4	6	0.7%
5	9	1.1%
6	19	2.3%
7	33	3.9%
8	42	5.0%
9	43	5.1%
10	57	6.8%
11	65	7.7%
12	73	8.7%

Value	Count	Frequency (%)
29	1	0.1%
28	3	0.4%
27	1	0.1%
26	2	0.2%
25	8	1.0%
24	5	0.6%
23	13	1.5%
22	18	2.1%
21	23	2.7%
20	29	3.4%

been
Real number (ℝ_≥0)

ZEROS

Distinct count	24
Unique (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.613555291319857
Minimum	0.0
Maximum	27.0
Zeros	99
Zeros (%)	11.8%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	4
Q3	7
95-th percentile	12
Maximum	27
Range	27
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.983508484
Coefficient of variation (CV)	0.8634357308
Kurtosis	2.833087817
Mean	4.613555291
Median Absolute Deviation (MAD)	3
Skewness	1.369467229
Sum	3880
Variance	15.86833984

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	104	12.4%
1	103	12.2%
0	99	11.8%
3	94	11.2%
5	81	9.6%
4	80	9.5%
8	55	6.5%
6	50	5.9%
7	48	5.7%
9	41	4.9%
10	22	2.6%
11	19	2.3%
12	12	1.4%
13	9	1.1%
17	5	0.6%
16	4	0.5%
18	3	0.4%
14	3	0.4%
21	2	0.2%
22	2	0.2%
15	2	0.2%
27	1	0.1%
20	1	0.1%
19	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	99	11.8%
1	103	12.2%
2	104	12.4%
3	94	11.2%
4	80	9.5%
5	81	9.6%
6	50	5.9%
7	48	5.7%
8	55	6.5%
9	41	4.9%

Value	Count	Frequency (%)
27	1	0.1%
22	2	0.2%
21	2	0.2%
20	1	0.1%
19	1	0.1%
18	3	0.4%
17	5	0.6%
16	4	0.5%
15	2	0.2%
14	3	0.4%

must
Real number (ℝ_≥0)

ZEROS

Distinct count	16
Unique (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.1438763376932224
Minimum	0.0
Maximum	21.0
Zeros	144
Zeros (%)	17.1%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	5
95-th percentile	9
Maximum	21
Range	21
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.804246559
Coefficient of variation (CV)	0.8919710123
Kurtosis	2.417975373
Mean	3.143876338
Median Absolute Deviation (MAD)	2
Skewness	1.256047889
Sum	2644
Variance	7.863798766

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	160	19.0%
0	144	17.1%
1	129	15.3%
3	102	12.1%
4	79	9.4%
5	70	8.3%
6	52	6.2%
7	35	4.2%
8	24	2.9%
9	23	2.7%
10	9	1.1%
11	7	0.8%
13	3	0.4%
14	2	0.2%
21	1	0.1%
12	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	144	17.1%
1	129	15.3%
2	160	19.0%
3	102	12.1%
4	79	9.4%
5	70	8.3%
6	52	6.2%
7	35	4.2%
8	24	2.9%
9	23	2.7%

Value	Count	Frequency (%)
21	1	0.1%
14	2	0.2%
13	3	0.4%
12	1	0.1%
11	7	0.8%
10	9	1.1%
9	23	2.7%
8	24	2.9%
7	35	4.2%
6	52	6.2%

so
Real number (ℝ_≥0)

Distinct count	24
Unique (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8.03448275862069
Minimum	0.0
Maximum	29.0
Zeros	4
Zeros (%)	0.5%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	5
median	8
Q3	11
95-th percentile	15
Maximum	29
Range	29
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.133198923
Coefficient of variation (CV)	0.5144324839
Kurtosis	0.5262001173
Mean	8.034482759
Median Absolute Deviation (MAD)	3
Skewness	0.6102799766
Sum	6757
Variance	17.08333333

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
7	84	10.0%
8	84	10.0%
5	80	9.5%
9	75	8.9%
6	64	7.6%
10	62	7.4%
4	58	6.9%
3	56	6.7%
11	51	6.1%
2	44	5.2%
12	40	4.8%
14	36	4.3%
13	30	3.6%
15	18	2.1%
1	15	1.8%
16	14	1.7%
17	10	1.2%
19	6	0.7%
18	6	0.7%
0	4	0.5%
20	1	0.1%
29	1	0.1%
22	1	0.1%
23	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4	0.5%
1	15	1.8%
2	44	5.2%
3	56	6.7%
4	58	6.9%
5	80	9.5%
6	64	7.6%
7	84	10.0%
8	84	10.0%
9	75	8.9%

Value	Count	Frequency (%)
29	1	0.1%
23	1	0.1%
22	1	0.1%
20	1	0.1%
19	6	0.7%
18	6	0.7%
17	10	1.2%
16	14	1.7%
15	18	2.1%
14	36	4.3%

by
Real number (ℝ_≥0)

Distinct count	21
Unique (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	7.764565992865636
Minimum	0.0
Maximum	23.0
Zeros	5
Zeros (%)	0.6%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	5
median	8
Q3	10
95-th percentile	14
Maximum	23
Range	23
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.573944078
Coefficient of variation (CV)	0.4602889693
Kurtosis	0.03830008294
Mean	7.764565993
Median Absolute Deviation (MAD)	3
Skewness	0.3729486519
Sum	6530
Variance	12.77307627

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
6	97	11.5%
8	96	11.4%
7	86	10.2%
10	76	9.0%
5	74	8.8%
9	65	7.7%
11	59	7.0%
4	58	6.9%
3	50	5.9%
12	44	5.2%
2	35	4.2%
13	33	3.9%
14	22	2.6%
15	15	1.8%
1	11	1.3%
16	6	0.7%
0	5	0.6%
17	5	0.6%
18	2	0.2%
23	1	0.1%
21	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5	0.6%
1	11	1.3%
2	35	4.2%
3	50	5.9%
4	58	6.9%
5	74	8.8%
6	97	11.5%
7	86	10.2%
8	96	11.4%
9	65	7.7%

Value	Count	Frequency (%)
23	1	0.1%
21	1	0.1%
18	2	0.2%
17	5	0.6%
16	6	0.7%
15	15	1.8%
14	22	2.6%
13	33	3.9%
12	44	5.2%
11	59	7.0%

may
Real number (ℝ_≥0)

ZEROS

Distinct count	11
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.868014268727705
Minimum	0.0
Maximum	15.0
Zeros	309
Zeros (%)	36.7%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	6
Maximum	15
Range	15
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.129260319
Coefficient of variation (CV)	1.139852278
Kurtosis	2.263490082
Mean	1.868014269
Median Absolute Deviation (MAD)	1
Skewness	1.372226368
Sum	1571
Variance	4.533749505

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	309	36.7%
1	153	18.2%
2	118	14.0%
3	91	10.8%
4	70	8.3%
6	39	4.6%
5	32	3.8%
7	13	1.5%
9	9	1.1%
8	6	0.7%
15	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	309	36.7%
1	153	18.2%
2	118	14.0%
3	91	10.8%
4	70	8.3%
5	32	3.8%
6	39	4.6%
7	13	1.5%
8	6	0.7%
9	9	1.1%

Value	Count	Frequency (%)
15	1	0.1%
9	9	1.1%
8	6	0.7%
7	13	1.5%
6	39	4.6%
5	32	3.8%
4	70	8.3%
3	91	10.8%
2	118	14.0%
1	153	18.2%

be
Real number (ℝ_≥0)

Distinct count	39
Unique (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	12.374554102259216
Minimum	0.0
Maximum	49.0
Zeros	5
Zeros (%)	0.6%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	6
median	11
Q3	17
95-th percentile	27
Maximum	49
Range	49
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	7.78376022
Coefficient of variation (CV)	0.6290133896
Kurtosis	0.3692499571
Mean	12.3745541
Median Absolute Deviation (MAD)	6
Skewness	0.737222886
Sum	10407
Variance	60.58692316

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
6	50	5.9%
7	47	5.6%
5	46	5.5%
4	45	5.4%
8	41	4.9%
17	40	4.8%
13	39	4.6%
9	38	4.5%
16	37	4.4%
15	36	4.3%
3	36	4.3%
10	34	4.0%
12	32	3.8%
11	32	3.8%
18	32	3.8%
2	31	3.7%
14	30	3.6%
19	25	3.0%
21	20	2.4%
1	20	2.4%
22	19	2.3%
24	16	1.9%
20	15	1.8%
23	12	1.4%
26	10	1.2%
Other values (14)	58	6.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5	0.6%
1	20	2.4%
2	31	3.7%
3	36	4.3%
4	45	5.4%
5	46	5.5%
6	50	5.9%
7	47	5.6%
8	41	4.9%
9	38	4.5%

Value	Count	Frequency (%)
49	1	0.1%
42	1	0.1%
37	1	0.1%
35	1	0.1%
34	3	0.4%
33	4	0.5%
32	2	0.2%
31	7	0.8%
30	2	0.2%
29	8	1.0%

would
Real number (ℝ_≥0)

ZEROS

Distinct count	23
Unique (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.969084423305588
Minimum	0.0
Maximum	25.0
Zeros	61
Zeros (%)	7.3%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	4
Q3	7
95-th percentile	13
Maximum	25
Range	25
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.926284472
Coefficient of variation (CV)	0.7901424362
Kurtosis	2.079169803
Mean	4.969084423
Median Absolute Deviation (MAD)	2
Skewness	1.250342494
Sum	4179
Variance	15.41570976

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	102	12.1%
3	100	11.9%
1	97	11.5%
4	85	10.1%
5	85	10.1%
6	72	8.6%
0	61	7.3%
7	55	6.5%
8	50	5.9%
9	34	4.0%
10	29	3.4%
13	14	1.7%
12	13	1.5%
11	12	1.4%
16	7	0.8%
14	7	0.8%
15	6	0.7%
18	4	0.5%
17	3	0.4%
19	2	0.2%
25	1	0.1%
21	1	0.1%
23	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	61	7.3%
1	97	11.5%
2	102	12.1%
3	100	11.9%
4	85	10.1%
5	85	10.1%
6	72	8.6%
7	55	6.5%
8	50	5.9%
9	34	4.0%

Value	Count	Frequency (%)
25	1	0.1%
23	1	0.1%
21	1	0.1%
19	2	0.2%
18	4	0.5%
17	3	0.4%
16	7	0.8%
15	6	0.7%
14	7	0.8%
13	14	1.7%

any
Real number (ℝ_≥0)

ZEROS

Distinct count	16
Unique (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.858501783590963
Minimum	0.0
Maximum	15.0
Zeros	163
Zeros (%)	19.4%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	4
95-th percentile	8
Maximum	15
Range	15
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.715511377
Coefficient of variation (CV)	0.9499771498
Kurtosis	1.733116915
Mean	2.858501784
Median Absolute Deviation (MAD)	2
Skewness	1.290724876
Sum	2404
Variance	7.374002038

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	163	19.4%
1	162	19.3%
2	142	16.9%
3	102	12.1%
4	87	10.3%
5	51	6.1%
6	43	5.1%
7	31	3.7%
8	22	2.6%
9	14	1.7%
10	11	1.3%
11	5	0.6%
13	4	0.5%
14	2	0.2%
12	1	0.1%
15	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	163	19.4%
1	162	19.3%
2	142	16.9%
3	102	12.1%
4	87	10.3%
5	51	6.1%
6	43	5.1%
7	31	3.7%
8	22	2.6%
9	14	1.7%

Value	Count	Frequency (%)
15	1	0.1%
14	2	0.2%
13	4	0.5%
12	1	0.1%
11	5	0.6%
10	11	1.3%
9	14	1.7%
8	22	2.6%
7	31	3.7%
6	43	5.1%

when
Real number (ℝ_≥0)

ZEROS

Distinct count	16
Unique (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.78359096313912
Minimum	0.0
Maximum	15.0
Zeros	15
Zeros (%)	1.8%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	4
Q3	6
95-th percentile	10
Maximum	15
Range	15
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.716048766
Coefficient of variation (CV)	0.5677844922
Kurtosis	0.5502863368
Mean	4.783590963
Median Absolute Deviation (MAD)	2
Skewness	0.7745870244
Sum	4023
Variance	7.376920899

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
4	143	17.0%
3	125	14.9%
5	113	13.4%
2	101	12.0%
6	87	10.3%
7	67	8.0%
1	57	6.8%
8	49	5.8%
9	33	3.9%
10	23	2.7%
0	15	1.8%
11	10	1.2%
12	8	1.0%
13	6	0.7%
15	2	0.2%
14	2	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	15	1.8%
1	57	6.8%
2	101	12.0%
3	125	14.9%
4	143	17.0%
5	113	13.4%
6	87	10.3%
7	67	8.0%
8	49	5.8%
9	33	3.9%

Value	Count	Frequency (%)
15	2	0.2%
14	2	0.2%
13	6	0.7%
12	8	1.0%
11	10	1.2%
10	23	2.7%
9	33	3.9%
8	49	5.8%
7	67	8.0%
6	87	10.3%

its
Real number (ℝ_≥0)

ZEROS

Distinct count	12
Unique (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.197384066587396
Minimum	0.0
Maximum	13.0
Zeros	408
Zeros (%)	48.5%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	5
Maximum	13
Range	13
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.701272019
Coefficient of variation (CV)	1.420824
Kurtosis	6.610487231
Mean	1.197384067
Median Absolute Deviation (MAD)	1
Skewness	2.14423458
Sum	1007
Variance	2.894326482

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	408	48.5%
1	186	22.1%
2	105	12.5%
3	58	6.9%
4	37	4.4%
5	22	2.6%
6	14	1.7%
7	4	0.5%
8	3	0.4%
9	2	0.2%
13	1	0.1%
12	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	408	48.5%
1	186	22.1%
2	105	12.5%
3	58	6.9%
4	37	4.4%
5	22	2.6%
6	14	1.7%
7	4	0.5%
8	3	0.4%
9	2	0.2%

Value	Count	Frequency (%)
13	1	0.1%
12	1	0.1%
9	2	0.2%
8	3	0.4%
7	4	0.5%
6	14	1.7%
5	22	2.6%
4	37	4.4%
3	58	6.9%
2	105	12.5%

upon
Real number (ℝ_≥0)

ZEROS

Distinct count	11
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.126040428061831
Minimum	0.0
Maximum	10.0
Zeros	195
Zeros (%)	23.2%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	3
95-th percentile	6
Maximum	10
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.078415065
Coefficient of variation (CV)	0.9775990324
Kurtosis	1.41630786
Mean	2.126040428
Median Absolute Deviation (MAD)	1
Skewness	1.262147322
Sum	1788
Variance	4.319809184

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	212	25.2%
0	195	23.2%
2	166	19.7%
3	87	10.3%
4	65	7.7%
5	45	5.4%
6	33	3.9%
7	21	2.5%
10	6	0.7%
8	6	0.7%
9	5	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	195	23.2%
1	212	25.2%
2	166	19.7%
3	87	10.3%
4	65	7.7%
5	45	5.4%
6	33	3.9%
7	21	2.5%
8	6	0.7%
9	5	0.6%

Value	Count	Frequency (%)
10	6	0.7%
9	5	0.6%
8	6	0.7%
7	21	2.5%
6	33	3.9%
5	45	5.4%
4	65	7.7%
3	87	10.3%
2	166	19.7%
1	212	25.2%

no
Real number (ℝ_≥0)

Distinct count	23
Unique (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.414982164090369
Minimum	0.0
Maximum	25.0
Zeros	2
Zeros (%)	0.2%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	4
median	6
Q3	8
95-th percentile	12
Maximum	25
Range	25
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.398559083
Coefficient of variation (CV)	0.5297846503
Kurtosis	1.985755354
Mean	6.414982164
Median Absolute Deviation (MAD)	2
Skewness	0.9565048387
Sum	5395
Variance	11.55020384

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
4	114	13.6%
6	101	12.0%
5	96	11.4%
3	82	9.8%
8	79	9.4%
7	78	9.3%
9	61	7.3%
10	56	6.7%
2	49	5.8%
11	33	3.9%
1	31	3.7%
12	21	2.5%
13	14	1.7%
14	8	1.0%
16	5	0.6%
15	4	0.5%
18	2	0.2%
0	2	0.2%
17	1	0.1%
23	1	0.1%
22	1	0.1%
25	1	0.1%
19	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	0.2%
1	31	3.7%
2	49	5.8%
3	82	9.8%
4	114	13.6%
5	96	11.4%
6	101	12.0%
7	78	9.3%
8	79	9.4%
9	61	7.3%

Value	Count	Frequency (%)
25	1	0.1%
23	1	0.1%
22	1	0.1%
19	1	0.1%
18	2	0.2%
17	1	0.1%
16	5	0.6%
15	4	0.5%
14	8	1.0%
13	14	1.7%

up
Real number (ℝ_≥0)

ZEROS

Distinct count	14
Unique (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.9750297265160524
Minimum	0.0
Maximum	13.0
Zeros	97
Zeros (%)	11.5%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	4
95-th percentile	8
Maximum	13
Range	13
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.519087993
Coefficient of variation (CV)	0.8467438057
Kurtosis	1.86025251
Mean	2.975029727
Median Absolute Deviation (MAD)	1
Skewness	1.329823697
Sum	2502
Variance	6.345804315

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	178	21.2%
1	171	20.3%
3	122	14.5%
4	101	12.0%
0	97	11.5%
5	51	6.1%
6	39	4.6%
7	28	3.3%
8	15	1.8%
9	14	1.7%
10	11	1.3%
11	8	1.0%
13	4	0.5%
12	2	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	97	11.5%
1	171	20.3%
2	178	21.2%
3	122	14.5%
4	101	12.0%
5	51	6.1%
6	39	4.6%
7	28	3.3%
8	15	1.8%
9	14	1.7%

Value	Count	Frequency (%)
13	4	0.5%
12	2	0.2%
11	8	1.0%
10	11	1.3%
9	14	1.7%
8	15	1.8%
7	28	3.3%
6	39	4.6%
5	51	6.1%
4	101	12.0%

target
Categorical

Distinct count	4
Unique (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

0	317
1	296
3	173
2	55

Value	Count	Frequency (%)
0	317	37.7%
1	296	35.2%
3	173	20.6%
2	55	6.5%

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Overview of Unicode Properties

Unique unicode characters	4
Unique unicode categories (?)	1
Unique unicode scripts (?)	1
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	317	37.7%
1	296	35.2%
3	173	20.6%
2	55	6.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	841	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	317	37.7%
1	296	35.2%
3	173	20.6%
2	55	6.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	841	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
0	317	37.7%
1	296	35.2%
3	173	20.6%
2	55	6.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	841	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	317	37.7%
1	296	35.2%
3	173	20.6%
2	55	6.5%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	have	a	that	and	things	for	been	must	so	by	may	be	would	any	when	its	upon	no	up
0	6.0	46.0	17.0	66.0	1.0	21.0	4.0	5.0	7.0	8.0	2.0	13.0	1.0	9.0	5.0	1.0	3.0	10.0	2.0
1	6.0	35.0	17.0	44.0	0.0	14.0	3.0	4.0	11.0	14.0	1.0	9.0	8.0	4.0	7.0	1.0	1.0	10.0	1.0
2	20.0	46.0	10.0	40.0	1.0	15.0	11.0	4.0	10.0	13.0	3.0	23.0	3.0	1.0	4.0	1.0	1.0	6.0	1.0
3	4.0	40.0	16.0	64.0	1.0	20.0	7.0	1.0	7.0	6.0	0.0	20.0	4.0	3.0	6.0	3.0	1.0	7.0	1.0
4	19.0	29.0	13.0	52.0	1.0	17.0	12.0	6.0	12.0	9.0	0.0	16.0	10.0	5.0	4.0	5.0	1.0	8.0	3.0
5	15.0	27.0	23.0	42.0	0.0	9.0	6.0	4.0	13.0	12.0	3.0	12.0	4.0	2.0	1.0	0.0	1.0	5.0	4.0
6	13.0	34.0	21.0	44.0	2.0	14.0	5.0	5.0	13.0	9.0	0.0	11.0	6.0	2.0	4.0	2.0	2.0	9.0	4.0
7	2.0	38.0	15.0	67.0	1.0	15.0	4.0	4.0	9.0	13.0	2.0	21.0	3.0	3.0	3.0	0.0	0.0	2.0	4.0
8	15.0	34.0	13.0	50.0	0.0	14.0	6.0	1.0	13.0	10.0	1.0	7.0	12.0	2.0	7.0	1.0	2.0	4.0	3.0
9	7.0	54.0	18.0	44.0	1.0	15.0	2.0	2.0	8.0	8.0	1.0	14.0	6.0	4.0	1.0	6.0	3.0	8.0	2.0

Last rows

	have	a	that	and	things	for	been	must	so	by	may	be	would	any	when	upon	no	up	target
831	6.0	46.0	28.0	43.0	0.0	26.0	3.0	2.0	14.0	8.0	5.0	6.0	2.0	1.0	4.0	2.0	4.0	2.0	3
832	9.0	48.0	21.0	45.0	0.0	11.0	1.0	4.0	8.0	5.0	3.0	20.0	6.0	5.0	8.0	4.0	8.0	3.0	3
833	5.0	39.0	26.0	38.0	0.0	23.0	2.0	2.0	8.0	12.0	3.0	15.0	2.0	3.0	2.0	1.0	6.0	4.0	3
834	8.0	22.0	30.0	47.0	0.0	14.0	0.0	2.0	7.0	1.0	4.0	15.0	6.0	0.0	6.0	4.0	9.0	2.0	3
835	9.0	28.0	23.0	45.0	1.0	8.0	1.0	2.0	13.0	6.0	7.0	17.0	3.0	0.0	2.0	4.0	10.0	6.0	3
836	12.0	32.0	27.0	33.0	0.0	20.0	1.0	3.0	16.0	5.0	3.0	18.0	5.0	0.0	2.0	3.0	7.0	2.0	3
837	9.0	16.0	22.0	49.0	2.0	12.0	1.0	4.0	14.0	10.0	9.0	24.0	2.0	1.0	5.0	0.0	9.0	3.0	3
838	11.0	22.0	16.0	48.0	3.0	24.0	4.0	3.0	8.0	5.0	2.0	13.0	1.0	0.0	2.0	5.0	6.0	13.0	3
839	5.0	25.0	17.0	59.0	0.0	14.0	0.0	4.0	8.0	7.0	4.0	13.0	4.0	3.0	2.0	3.0	11.0	5.0	3
840	4.0	26.0	22.0	62.0	0.0	13.0	3.0	2.0	9.0	4.0	1.0	15.0	0.0	0.0	2.0	6.0	4.0	5.0	3

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows